Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/3680#issuecomment-67567074
  
    @rnowling The update looks good to me. We used Poisson sampler from colt 
before, which cannot reset seed. That's why we made new instances in `setSeed`. 
Now with commons-math3, we don't need to do this anymore.
    
    There are two things left:
    
    1. Could you add tests in `JavaRandomRDDsSuite`? Just make sure the Java 
methods work.
    2. Could you create a JIRA for the Python API? It should be in a separate 
PR. It is okay if you don't have time to work on it. We just need a reminder.


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